Erich Malan

According to our database, Erich Malan authored at least 6 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Adaptive Client Participation in Budget-Constrained Federated Learning with Extreme Label Skew.

Erich Malan, Valentino Peluso, Andrea Calimera, Enrico Macii

Proceedings of the 23rd IEEE Interregional NEWCAS Conference, 2025

Privacy-Preserving Federated Learning for Household Characteristic Identification.

Erich Malan, Claudia De Vizia, Marco Castangia, Valentino Peluso, Andrea Calimera, Enrico Macii

Proceedings of the 49th IEEE Annual Computers, Software, and Applications Conference, 2025

2024

Automatic Layer Freezing for Communication Efficiency in Cross-Device Federated Learning.

Erich Malan, Valentino Peluso, Andrea Calimera, Enrico Macii, Paolo Montuschi

IEEE Internet Things J., February, 2024

Private Tensor Freezing for an Efficient Federated Learning with Homomorphic Encryption.

Valentino Peluso, Erich Malan, Andrea Calimera, Enrico Macii

Proceedings of the 42nd IEEE International Conference on Computer Design, 2024

2023

Communication-Efficient Federated Learning With Gradual Layer Freezing.

Erich Malan, Valentino Peluso, Andrea Calimera, Enrico Macii

IEEE Embed. Syst. Lett., March, 2023

Enabling DVFS Side-Channel Attacks for Neural Network Fingerprinting in Edge Inference Services.

Erich Malan, Valentino Peluso, Andrea Calimera, Enrico Macii

Proceedings of the IEEE/ACM International Symposium on Low Power Electronics and Design, 2023